作者位次 #6/8ICLR 2026Poster· Deep Learning / Theory
Fast Catch-Up, Late Switching: Optimal Batch Size Scheduling via Functional Scaling Laws
Jinbo Wang · Binghui Li · Zhanpeng Zhou · Mingze Wang · yuxuan sun · Jiaqi Zhang · Xunliang Cai · Lei Wu
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Jinbo Wang · Binghui Li · Zhanpeng Zhou · Mingze Wang · yuxuan sun · Jiaqi Zhang · Xunliang Cai · Lei Wu
Yuxuan Hu · Jianchao Tan · Jiaqi Zhang · Wen Zan · Pingwei Sun · Yifan Lu · Xunliang Cai · Jing Zhang
In this work, we conduct a systematic analysis of Native Sparse Attention (NSA) and propose targeted improvements that enhance long-context modeling. A key insight is that alternating between local (sliding-window) and global (compression/selective) attention across layers, rather than using fixe...